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  • P Dickman website - PH vs NonPH ; wrong variable used?

    From P Dickam instruction sheet https://pauldickman.com/talk/proport...22/melanoma.do


    On here:
    From GOF, Schoenfelds - gender & stage have a value of 0 and schoenfelds are not a straight line.

    Click image for larger version

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    P Dickman, continue to relax PH assumption for gender ... to compare the results from STCOX with tvc(male) vs STCOX -no tvc - vs STPM2 tvc(male)

    He shows us one gets similar results.
    However why do this, when

    1. 'Stage' - schoenfeld results are much worse, GOF = 0.00
    2. I tried the stcox tvc(stage) --> obtained a p value of >0.05 - showing its not a timevarying covariate

    My question

    1. Why try show the results are comparable using gender - which the PH assumption isn't particularly violated as shown in schoenfelds + gof
    2. If tvc(stage) - p value is >0.05; showing it's not a timevarying covariate. However when one plots GOF, schonfelds , the results are perfect - horizontal lines and GOF >0.00
    Unlike when not introducing stage as a tvc

    3. However, the results of introducing stage as a tvc; gender as a tvc; gender without tvc, stage without a tvc. The HR are all similar.

    So my question, does it really matter trying to perfect out model with PH assumptions.... is this similar to our obsession of p values?



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    Last edited by Denise Vella; 12 Nov 2023, 07:09.
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